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LLM-Fusion: A Novel Multimodal Fusion Model for Accelerated Material Discovery

  • Discovering materials with desirable properties in an efficient way remains a significant problem in materials science.
  • LLM-Fusion is a novel multimodal fusion model that integrates diverse representations for accurate material property prediction.
  • The model leverages large language models (LLMs) to combine different sources of information, such as SMILES, SELFIES, text descriptions, and molecular fingerprints.
  • LLM-Fusion outperforms traditional methods in terms of accuracy and shows promising results on multiple prediction tasks.

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